ASD Children Traits
Explore whether a child develops ASD traits in future through this dataset
@kaggle.uppulurimadhuri_dataset
Explore whether a child develops ASD traits in future through this dataset
@kaggle.uppulurimadhuri_dataset
This dataset contains factors involved in developing ASD in children. It consists of the following features:
A10 Autism Spectrum Quotient( columns A1-A10), Social Responsiveness Scale, Age Years, Qchat_10_Score, Speech Delay/Language Disorder, Learning disorder, Genetic Disorders,Depression, Global developmental delay/intellectual disability, Social/Behavioural Issues, Childhood Autism Rating Scale, Anxiety disorder, Sex, Ethnicity, Jaundice, Family mem with ASD along with various information
The data here consists of different quantities and factors which have characteristics of ASD in children. It is collected from AUTISM RESEARCH: UNIVERSITY OF ARKANSAS Computer Science Dept to analyze the disease conditions and predict them in beforehand
Description of few columns:
The Autism Spectrum Quotient (AQ1 - AQ10) is a 10-item self-scoring questionnaire that helps indicate whether someone aged 16 or older with suspected autism should be referred for an autism assessment. The AQ-10 has a scoring range of 0–10, with a threshold score of 6. A score of 6 or higher may indicate autism or a significant number of autistic traits.
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CREATE TABLE data (
"case_no_patient_s" BIGINT -- CASE NO PATIENT\u0027S,
"a1" BIGINT,
"a2" BIGINT,
"a3" BIGINT,
"a4" BIGINT,
"a5" BIGINT,
"a6" BIGINT,
"a7" BIGINT,
"a8" BIGINT,
"a9" BIGINT,
"a10_autism_spectrum_quotient" BIGINT,
"social_responsiveness_scale" DOUBLE,
"age_years" BIGINT,
"qchat_10_score" DOUBLE,
"speech_delay_language_disorder" VARCHAR,
"learning_disorder" VARCHAR,
"genetic_disorders" VARCHAR,
"depression" VARCHAR,
"global_developmental_delay_intellectual_disability" VARCHAR,
"social_behavioural_issues" VARCHAR,
"childhood_autism_rating_scale" BIGINT,
"anxiety_disorder" VARCHAR,
"sex" VARCHAR,
"ethnicity" VARCHAR,
"jaundice" VARCHAR,
"family_mem_with_asd" VARCHAR,
"who_completed_the_test" VARCHAR,
"asd_traits" VARCHAR
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